Title :
Transcriptional Regulation of Human Gene Coexpression Network
Author :
Krivosheev, Ivan ; Du, Lei ; Li, Xia
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Abstract :
Increasing variety of molecular networks emerge from high-throughput genome data. In eukaryote, transcription factor is a major regulator at transcription level. Examining relations between features of these networks and their biological significance attracts attention of many researchers. While abundant quantity of studies represented connections between protein networks and topological parameters, few approaches have been applied to transcriptional regulations of coexpression gene networks. Here, we focus on the correlation between gene features in coexpression network and the number of transcription factors regulating each gene. Networks were constructed by ARACNE algorithm using HapMap gene expression data from four human populations. Three topological characteristics (node degree, betweenness centrality and pairwise disconnectivity) were used to analyze the correlation. We show that in human coexpression gene networks, degree centrality, betweenness centrality and pairwise disconnectivity is significantly correlated with according transcription factor number. Our study provides new evidence for global correlation between transcription factor regulation and gene coexpression network topology.
Keywords :
biological techniques; cellular biophysics; genetic algorithms; genetics; genomics; molecular biophysics; ARACNE algorithm; HapMap gene expression; betweenness centrality; eukaryote; high-throughput genome data; human gene coexpression network; human populations; molecular networks; node degree; pairwise disconnectivity; protein networks; topological characteristics; topological parameters; transcriptional regulation; Bioinformatics; Computer science; Databases; Educational institutions; Gene expression; Genomics; Humans; Laboratories; Network topology; Proteins;
Conference_Titel :
Bioinformatics and Biomedical Engineering , 2009. ICBBE 2009. 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2901-1
Electronic_ISBN :
978-1-4244-2902-8
DOI :
10.1109/ICBBE.2009.5163698